Historical C2 lessons for JADC2

What historical C2 lessons are relevant for the JADC2 construct?

• Bailey, Maj. Ryan A., "Command of the Air via Control from the Air: Evolution of the Core C2 Competencies Needed to Win Future Contested Operations," SAASS thesis, 2023.
  • Traces the history of airborne tactical C2 from the WWII Dowding System and Cold War SAGE networks through Vietnam and Desert Storm. The paper highlights a historical pattern where C2 training has been reactive to new technology and focused primarily on defensive fighter control rather than comprehensive battle management. Bailey argues that for the Air Force's contribution to JADC2—the Advanced Battle Management System (ABMS)—to succeed, the military must break this historical cycle by proactively overhauling Air Battle Manager training to focus on multi-domain synchronization and decentralized execution, rather than simply waiting for new technology to dictate tactics.
• Benson, Maj, Jonathan, et al "Force Presentation for Multi-Domain Operations in the Indo-Pacific Region," ACSC Group Research Project, 2022, 17 pgs.
  • This paper traces the historical evolution and pitfalls of centralized C2 to argue for a decentralized Air-Ground Task Force concept under Joint All-Domain Operations (JADO) and JADC2. The authors examine the development of the Theater Air Control System after the Korean War, the unraveling of centralized control during Vietnam due to interservice rivalries, the pinnacle of centralized planning in Desert Storm, and the catastrophic failure to integrate multiple domains during Operation Anaconda in Afghanistan. Concluding that hyper-centralized C2 systems fail when forced to fight across multiple domains or when communications break down, the paper asserts that JADC2 must break away from the historical trend of centralizing decision-making at higher headquarters and instead distribute control to mobile, flexible task forces capable of genuine mission command.
• Butler, Clifford et al, "Dynamic Command, Decentralized Execution: A Study in Mesh-Node Architecture and how it Applies to a Military Command Structure," SOS AUAR paper, 2022, 17 pgs.
  • To address how JADC2 can function when communication nodes are degraded, this paper examines how air forces historically utilized dynamic command and decentralized execution. The authors analyze the Luftwaffe during the Battle of Britain, George Kenney’s Pacific air campaign in WWII, and Operation Desert Storm, determining that historical success heavily relied on trust, effective communication, and the use of mission-type orders to grant tactical autonomy. The paper applies these lessons to the Advanced Battle Management System (ABMS) and JADC2, arguing that the Air Force must break from traditional centralized norms and adopt decentralized command structures that prioritize keeping the network intact and empowering tactical units to make rapid decisions in isolated environments.
• Caldwell, Lt. Col. James T., "Combined Joint All-Domain Command and Control: Requirements to Distribute Missile Defense Information to the Tactical Edge," AWC SSP, 2021.
  • This paper reviews historical C2 architectures, including the British Chain Home radar network in World War II, the NORAD early warning system during the Cold War, and the operational-level Combined Air Operations Centers (CAOCs) established post-Vietnam. The author argues that these historical exemplars illustrate the critical importance of defining C2 architecture objectives and requirements before acquiring the system, because adding capabilities in an ad hoc manner limits effectiveness in a peer conflict. To avoid discovering that adversaries are operating inside the American decision loop, the military must apply these historical lessons to the Combined Joint All-Domain Command and Control (CJADC2) construct by deliberately designing an architecture that seamlessly integrates domains and distributes information to tactical edge forces.
• Freeland, Joshua C., "The Information Event Horizon: Joint Force Aviation Command and Control in the Early 21st Century," SAASS thesis, 2023, 154 pgs. 
  • Analyzes recent historical operations, such as the Fall of Kabul (Operation Allies Refuge) and close air support missions in Fallujah, to reveal the dangers of excessive centralized C2. The paper explains that attempting to command tactical actions from distant "Over the Horizon" operations centers created critical communication bottlenecks and isolated tactical units. Applying these lessons to the JADC2 construct, Freeland argues that while JADC2 will provide advanced physical networks, the military must concurrently develop "social technologies"—such as localized Tactical Operations Centers (TOC-L)—to prevent JADC2 from simply enabling distant commanders to micromanage the battlefield and create artificial command delays.
• Hedberg, Maj. Anders, "The Chindits: A Lesson in Combined Operations," ACSC EL, 2019, 16 pgs.
  • Details positive historical C2 lessons through the successful integration of air and ground forces in the China-Burma-India theater during World War II. Hedberg notes that the deployment of the Chindit special ground forces behind enemy lines relied heavily on establishing a unified command structure under Lord Louis Mountbatten, which supported combined Allied efforts and close coordination. By integrating Royal Air Force and American Army Air Force elements with ground commandos, the campaign demonstrated the critical importance of cross-domain C2, such as using radio communications from ground controllers to direct close air support precisely onto pre-determined targets. This successful command relationship between conventional units, special operations, and air assets serves as a historical benchmark for the seamless multi-domain integration and communication that the JADC2 construct seeks to achieve today.
• Hedberg, Maj. Anders, "The Dieppe Raid: Foundations for Combined Operations in WWII," ACSC EL, 2020, 21 pgs.
  • Answers the question by illustrating the catastrophic consequences of disjointed command and control during the 1942 Allied amphibious assault. Hedberg explains that the raid suffered from "an extreme lack of communication" where commanders lacked a complete sight picture, leading them to blindly commit reserve forces into the fight. The operation's failure highlighted the dangers of allowing parochial service interests to dictate planning without a single, unified commander. Consequently, the Allies learned that future cross-domain operations required a unified command structure vested in a single theater commander to mitigate parochialism and ensure coordinated, focused direction. While Hedberg does not explicitly use the acronym JADC2, the historical C2 lessons drawn from the Dieppe Raid—specifically the necessity of cross-domain integration, unified command, and shared situational awareness—are foundational to the modern JADC2 concept.
• Hudgeons, Capt. Reace, "JADC2 Technology in Joint Forcible Entry Operations in Island Hopping Campaign," SOS AUAR paper, 2020, 17 pgs.
  • Uses historical knowledge from World War II island-hopping campaigns and 1980s–1990s airfield seizure operations to demonstrate the paramount importance of mobility and synchronized fires for Joint Forcible Entry Operations (JFEO). The paper illustrates that to succeed in similar future operations against near-peer adversaries, the JADC2 concept must utilize advanced radios, gateways, and software. By applying these historical operational lessons to JADC2 technologies, ground troops and Joint Terminal Attack Controllers (JTACs) can build a near-real-time Common Operating Picture (COP) to execute island-hopping strategies effectively.
• Krowinski, Lt. Col. Daniel S., "Operation Allied Force--Lessons in Modern Airpower," AWC Strategic Studies Paper, 2024, 24 pgs.  Winner of the AWC Air Force Historical Foundation Award
  • ​​​​​​​​​​​​​​While Lieutenant Colonel Daniel S. Krowinski's paper, "Operation Allied Force – Lessons in Modern Airpower," does not explicitly mention the Joint All-Domain Command and Control (JADC2) construct by name, it provides highly relevant historical C2 lessons regarding coalition interoperability and unity of command that apply directly to modern networked warfare. Using the 1999 Kosovo conflict as a case study, the paper warns against fractured command structures, highlighting the severe coalition friction caused when the U.S. ran a secret, unilateral Air Tasking Order (ATO) for its stealth aircraft alongside the official NATO Combined Air Operations Center (CAOC). Krowinski emphasizes that this "dual-ATO" approach violated the core principle of unity of command and alienated partners, quoting commanders who warned against ever running a U.S.-only command structure inside an alliance again. Furthermore, the research illustrates the paralyzing effect of excessive political micromanagement within coalition C2 networks, noting that individual allied nations exercised "red card" veto power to reject specific targets or recall strike missions mid-flight, which severely constrained military operational effectiveness and adaptability.
• McDonald, Lt. Col. Brough, "Mission--Go Win: Codifying Mission-Type orders for USAF Joint All-Domain Operations," AFGC thesis, 2025.
  • Explores how historical applications of mission command must inform the JADC2 construct to prepare for contested environments. The paper highlights General George C. Kenney’s decentralized air operations in the WWII Pacific theater and the use of mission-type orders during Operation Desert Storm as successful historical models of agility and initiative. McDonald argues that these historical successes prove decentralized execution is crucial when communications are disrupted, concluding that modern JADC2 technologies must be paired with a doctrinal shift toward mission-type orders rather than relying on rigid, centralized Air Tasking Orders that will falter against peer adversaries.
• McLaughlin, Lt. Col. Patrick B., "Mission Command and Contested Logistics: Navigating the Agility vs. Control Dilemma in Great Power Competition," AF Fellows (Fletcher), 2025.
  • Examines how the highly centralized control model popularized during Operation Desert Storm conflicts with the demands of JADC2 in modern, contested logistics environments. By analyzing historical C2 operations, including the severe information overload experienced by command centers during Operation Allies Refuge, the paper highlights the vulnerability of centralized systems that rely heavily on uninterrupted data flows. McLaughlin concludes that for JADC2 to succeed, the Air Force must look to history and invest equally in the human element of C2—specifically by establishing a mission command culture rooted in trust and intuition that allows for decentralized decision-making when technological networks are degraded.
• Morell, Capt. Stefan, "Optimizing Joint All-Domain Command and control for Low-Observable Strike Assets in the Indo-Pacific Area of Responsibility," SOS AUAR, 2020.
  • Addresses the question by analyzing the historical precedent of "centralized control," which became the bedrock of Joint C2 structure following the failures of decentralized air power during the Battle of Kasserine Pass in World War II. The paper argues that this legacy centralized C2 doctrine is highly vulnerable in the Indo-Pacific against adversaries with advanced Anti-Access/Area Denial (A2/AD) capabilities. To optimize JADC2 for Low Observable strike packages, the military must shift back toward a decentralized C2 structure—utilizing "Distributed Groups" to ensure rapid, redundant communication and execution even if centralized nodes like an Air Operations Center (AOC) are disrupted.
• Nisperos, Maj. Ernest, "Joint All-Domain Effects Convergence: Evolving C2 Teams," ACSC, 2020.
  • Draws its historical C2 lessons from the past two decades of counterinsurgency and counter-terrorism operations. Relying on lessons from General Stanley McChrystal’s Team of Teams, the paper highlights a historical C2 paradox: instantaneous C2 communications often slowed down operational decision-making because approvals were forced up a rigid hierarchy to the Pentagon or White House. To prevent JADC2 from suffering the same crippling delays, the paper argues the USAF must reverse this habit by delegating authority down to qualified, cross-functional teams, such as Joint-Domain Effects Controllers (JDECs), who can act with shared consciousness at the tactical edge.
• Razack, Capt. Richard, "Bring Back the FAC(A): Revitalizing Past Capabilities to Enable Centralized Control and Decentralized Execution," SOS AUAR, 2020.
  • Explores historical C2 structures by examining the past role of the Forward Air Controller (Airborne) [FAC(A)] and advocating for its reintroduction into the JADC2 framework. The paper argues that by looking at the historical FAC(A) mission, the joint force can revitalize past capabilities to dynamically adjust and compress the kill chain (find-fix-track-target-engage-assess). Integrating the FAC(A) into JADC2 planning and execution would provide a vital airborne C2 node capable of decentralizing execution and seamlessly integrating kinetic and non-kinetic all-domain fires.
• Schiess, Maj. Leisha, "Closing the OODA Loop: Operational Assessment in the US Air Force," SAASS thesis, 2023.
  • Uses historical case studies from WWII and the Vietnam War to caution against an overreliance on technology within the JADC2 program. The paper draws a direct historical parallel between JADC2's promises of automated decision-making and Vietnam-era projects like "Igloo White," an automated sensor network that ultimately failed to effectively link sensors to shooters. Schiess argues that these historical C2 lessons demonstrate that fully automating the OODA loop is a flawed approach, and that JADC2 must instead prioritize the integration and support of human assessment teams to properly make sense of complex operational environments.
• Shields, John, Group Captain, RAF "The Past, Present and Future of Operational Air Command and Control - Similar but Different?" AWC PSP, 2020, 32 pgs. ​
  • Answers the question by deriving enduring operational air command and control (Air C2) lessons from the historic Battle of Britain and 21st-century campaigns in Iraq, Afghanistan, Libya, and Syria. The paper notes that while the character of war continually evolves, future air component commanders face the same core C2 challenges of equipment, manpower, and training. To ensure JADC2 is successful as it transitions from concept to reality, the author proposes the "5Cs model" (Context, Co-location, Configuration, Collaboration, and Continuity), arguing that JADC2 must embrace these historical C2 lessons to maintain western military superiority against near-peer competitors.​​​​​​​
• Steele, Lt. Col. Eric D., "Aerial Robotic Swarms and Joint All-Domain Command and Control," AWC SSP, 2020.
  • This paper re-examines the fundamental historical lessons of airpower's past to determine how to effectively command and control future multi-domain operations (MDO) and JADC2. The author explores the historical tension between centralization and decentralization, citing how Allied airmen in World War II adopted solutions fitting their specific situations, while Operation Desert Storm later validated the centralized control of the Joint Forces Air Component Commander (JFACC). Applying these historical lessons to the future employment of aerial robotic swarms, the paper contends that JADC2 designers must draw upon past C2 trade-offs—such as General Kenney's WWII delegation of day-to-day C2 authority to subordinate commanders—to develop a system capable of fluidly moving between centralized and decentralized control based on geographic range, asset availability, and situational awareness.
• Wilson, Jr, Col Thomas G. USA ​​"Joint Fires In Support of Large-Scale Combat Operations (LSCO) Using The Luzon Campaign as Case Study" AWC PSP, 2020, 28 pgs. Prize Winner: Lt. General "Pete" Quesada Army Writing Award
  • ​​​​​​​​​​​​​​Answers the question by examining the World War II Luzon Campaign to highlight historical tactics, techniques, and procedures for the command and control of joint forces during Large-Scale Combat Operations (LSCO). The paper focuses on the shaping campaign prior to the Lingayen Gulf landings to extract lessons regarding the complexities of joint force C2. Additionally, it analyzes the joint combined arms maneuver known as the "Flying Column" to demonstrate the importance of airpower and the historical methods used to communicate and control it. While the paper does not explicitly mention the modern JADC2 acronym, these historical lessons on integrating and controlling joint fires, airpower, and combined arms maneuvers are directly relevant to the foundational goals of the JADC2 construct.